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Meet the Debiasing Experiment That Doubled Women's Applications without Sacrificing Quality

Meet the Debiasing Experiment That Doubled Women's Applications without Sacrificing Quality

What If "Fair" AI Isn't About Being Fair But About Who Gets to Define What Fair Means?

What If "Fair" AI Isn't About Being Fair But About Who Gets to Define What Fair Means?

DataIntel

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Feb 20, 2026

How AI Rejected Derek's 100 Job Applications without a Single Human Ever Reading Them

How AI Rejected Derek's 100 Job Applications without a Single Human Ever Reading Them

DataIntel

•

Feb 17, 2026

50 Million Geniuses Are Coming. Humanity Isn't Prepared.

50 Million Geniuses Are Coming. Humanity Isn't Prepared.

DataIntel

•

Jan 28, 2026


Meet the Debiasing Experiment That Doubled Women's Applications without Sacrificing Quality

Feb 25, 2026

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4 min read

Meet the Debiasing Experiment That Doubled Women's Applications without Sacrificing Quality

University of Exeter study proves debiasing algorithms reverses self-selection bias and dramatically increases qualified female applicants.

DataIntel
DataIntel
What If "Fair" AI Isn't About Being Fair But About Who Gets to Define What Fair Means?

Feb 20, 2026

•

4 min read

What If "Fair" AI Isn't About Being Fair But About Who Gets to Define What Fair Means?

Four-year ethnographic study reveals AI hiring systems don't reduce bias — they institutionalize whoever's definition of "fairness" wins

DataIntel
DataIntel
How AI Rejected Derek's 100 Job Applications without a Single Human Ever Reading Them

Feb 17, 2026

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5 min read

How AI Rejected Derek's 100 Job Applications without a Single Human Ever Reading Them

New research maps exactly how algorithmic bias is embedded in AI hiring tools and why the laws meant to stop it are falling dangerously short.

DataIntel
DataIntel
50 Million Geniuses Are Coming. Humanity Isn't Prepared.

Jan 28, 2026

•

6 min read

50 Million Geniuses Are Coming. Humanity Isn't Prepared.

Dario Amodei's 20,000-word warning on AI's "technological adolescence"—and why the next 1-2 years will define civilization

DataIntel
DataIntel
What If AI Isn't Actually Thinking? The Logic Loop That Separates Real Reasoning from Fast Typing

Jan 27, 2026

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6 min read

What If AI Isn't Actually Thinking? The Logic Loop That Separates Real Reasoning from Fast Typing

Real agentic reasoning requires structured cycles of observation, planning, action, and reflection not just generating the next token.

DataIntel
DataIntel
What If AI Could Rewrite Its Own Brain While Reading? Meet TTT-E2E, the Continual Learning Breakthrough That Makes Models 2.7× Faster at 128K Context

Jan 11, 2026

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6 min read

What If AI Could Rewrite Its Own Brain While Reading? Meet TTT-E2E, the Continual Learning Breakthrough That Makes Models 2.7× Faster at 128K Context

Stanford and NVIDIA researchers achieve Transformer-level performance with RNN-level speed by compressing context into weights at test time

DataIntel
DataIntel
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